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https://www.productionai.institute/graph/events/evt-aiid-645

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Production AI Institute public record · AI Incident Database: Seeming Pattern of Gemini Bias and Sociotechnical Training Failures Harm Google's Reputation · observed 2024-03-17
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AI Incident Database: Seeming Pattern of Gemini Bias and Sociotechnical Training Failures Harm Google's Reputation

Google's Gemini chatbot faced many reported bias issues upon release, leading to a variety of problematic outputs like racial inaccuracies and political biases, including regarding Chinese and Indian politics. It also reportedly over-corrected racial diversity in historical contexts and advanced controversial perspectives, prompting a temporary halt and an apology from Google.

AI Incident Database · Incident 645

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D6 (autonomy oversight).

Confidence
82%
Sources
3
Entities
3
Detected
detected 854d ago

Event summary

Google's Gemini chatbot faced many reported bias issues upon release, leading to a variety of problematic outputs like racial inaccuracies and political biases, including regarding Chinese and Indian politics. It also reportedly over-corrected racial diversity in historical contexts and advanced controversial perspectives, prompting a temporary halt and an apology from Google.

D1D2D6

Linked entities

  • Google

    vendor | 70%

  • gemini

    organisation | 70%

  • general-public

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d6maps to60%
ent-vendor-google to ent-psf-d6maps to60%
ent-vendor-google to ent-psf-d6maps to60%

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Event dates

  • Happened 21 Feb 2024

  • Detected 17 Mar 2024

Sources

  • AI Incident Database - Incident 645

    secondary | checked 9 July 2026

    Open source
  • Google pauses Gemini’s ability to generate AI images of people after diversity errors

    secondary | checked 22 Feb 2024

    Open source
  • Google suspends Gemini AI chatbot's ability to generate pictures of people

    primary | checked 22 Feb 2024

    Open source
Cite this record

"AI Incident Database: Seeming Pattern of Gemini Bias and Sociotechnical Training Failures Harm Google's Reputation." https://www.productionai.institute/graph/events/evt-aiid-645 (observed 2024-02-21; retrieved 2026-07-19). PAI.

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